Batch linear least squares-based learning algorithm for MLMVN with soft margins.
Evgeni AizenbergIgor N. AizenbergPublished in: CIDM (2014)
Keyphrases
- linear least squares
- learning algorithm
- least squares
- generalization error
- regularized least squares
- training data
- machine learning algorithms
- condition number
- machine learning
- training set
- generalization ability
- supervised learning
- learning problems
- active learning
- training samples
- singular value decomposition
- learning tasks
- natural images
- spherical harmonics
- maximum margin
- cost function